Singapore AI topics

Python python

R Language r_language

Scala scala

Java java

C c_language

C++ c_plus_plus

C# c_sharp

Go go_golang

Understand data pre-processing (handling missing data, outliers etc…)

data_preprocessing

Able to build machine learning models and data pipelines to train and build your models

machine_learning_pipeline

Able to perform code documentation (Readme, docstrings and requirements.txt)

code_documentation

Able to deploy your models in Docker containers

deploying_models_in_docker

Able to provision and use cloud computing infrastructure such as Microsoft Azure, Good Cloud or Amazon Web Services

azure

what_is_aws

Other AWS Pages

Able to do Linux shell scripting

shell_programming

Able to use at least one of the following database and data processing technologies such as SQL, NoSQL,

no-sql

Other No SQL pages

Apache Hadoop or Apache Spark

hadoop

apache_spark

Able to use GitHub/GitLab and perform proper code check-in/out and repository

git_and_github